• 此外,对近似的样本神经元进行合并,使用剪枝操作删除含坏数据样本神经元,从而保证算法健壮性,并且精炼了网络结构

    Furthermore, similar example neurons are combined and neurons with bad data are cut to maintain robustness of the algorithm and simpleness of the network architecture.

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  • 第三阶段剪枝阶段,通过获得最小结构神经网络提高泛化能力

    In the third stage, which is called prune stage, minimal structure of neural network is achieved by prune so as to improve its generalization capability.

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  • 然后应用多权重剪枝策略(MW-OBS进一步简化、确定网络结构。

    The multi-weights-optimal brain surgeon (MW-OBS) algorithm, was included to further prune unimportant weights or nodes.

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  • 然后应用多权重剪枝策略(MW-OBS进一步简化、确定网络结构。

    The multi-weights-optimal brain surgeon (MW-OBS) algorithm, was included to further prune unimportant weights or nodes.

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